To help users design and tune machine learning models, neural network architectures or complex system parameters in an efficient and automatic way, in 2017 Microsoft Research began developing its Neural Network Intelligence (NNI) AutoML toolkit, open-sourcing v1.0 version in 2018.
“You’ll see AI infused into all our products and services across the company, from tools to help people be more productive at work, to Azure services that give our customers the flexibility to deploy AI capabilities in any environment,” said Microsoft Communications Corporate Vice President Frank Shaw.
The Seventh International Conference on Learning Representations (ICLR) kicked off today. One of the world’s major machine learning conferences, ICLR this year received 1591 main conference paper submissions — up 60 percent over last year — and accepted 24 for oral presentations and 476 as poster presentations.
Over 6,000 developers and computer scientists poured into Seattle’s Washington State Convention Center this morning for Day 1 of Microsoft Build 2019, the company’s annual developer conference. Microsoft used the occasion to announce a new AI-driven collaboration and hybrid-cloud innovations across Microsoft 365 and Microsoft Azure.
A collaboration between researchers from China’s Beihang University and Microsoft Research Asia has produced TableBank, a new image-based dataset for table detection and recognition built with novel weak supervision from Word and Latex documents on the Internet.
Writers often get their inspiration from conversations with other people. So says 19-year-old Katie Bilbrey, who has published 15 online stories under the pen name TheSolSoldier. Bilbrey took a different tact for her latest writing project — instead of back-and-forthing with friends, she drew her inspirations for Our Precious Future through conversations with an artificial intelligence named Zo.
Anglian Water plans to install an AI-based energy storage machine system in its water treatment facilities. The system will provide a real-time energy consumption balancing service and increase the lifespan of storage machines. The AI system was designed by Open Energi and is expected to be full operational by next year.
Facebook is working with a select group of advertisers to create augmented reality ads for its News Feed. When users activate an ad’s tap-to-try AR capability it can display for example how a pair of glasses would look on their face via the user’s webcam and screen. Facebook says it also intends to expand shopping support in Instagram Stories.
Salesforce announces a deeper data sharing partnership with Google. Consumer insights from Salesforce’s Marketing Cloud and Google Analytics 360 will be merged into one dashboard for either platform. Marketing Cloud data can be used to create a more customized web experience.
We tend to notice the AI that’s in our smartphones, powering our home assistants or piloting self-driving cars. But there is another tech revolution going on — out of sight for most of us — wherein AI and robotics are reinventing entire factories and industrial processes.
Microsoft is working on a bias-detecting tool which can alert people if an AI algorithm might be treating them unfairly based on their race or gender. As more and more decisions are being made by or based on AI, the detection of unfair biases has become an important public issue.
Embedded AI can transform a tabletop speaker into a personal assistant; give a robot brains and dexterity; and turn a smartphone into a smart camera, music player, or game console. Traditional processors, however, lack the computational power to support many of these intelligent features.
CES exhibitors promoted everything from AI-powered vehicles to smart refrigerators and robot puppies. But the tech driving these diverse products was the same: the virtual assistant, a conversational AI that can understand human speech and generate humanlike responses.
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